| Vol-3694 urn:nbn:de:0074-3694-6 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Co05ons License Attribution 4.0 International (CC BY 4.0).

# IAM 2023
6th International Hybrid Conference On Informatics And Applied Mathematics 2023

### Proceedings of the 6th International Hybrid Conference On Informatics And Applied Mathematics (IAM 2023)

### Guelma, Algeria, December 6-7, 2023.

Edited by

### Brahim Farou *
Zinnedine Kouahla *
Khaled Halimi *
Hamid Seridi *
Muhammet Kurulay **

* LabSTIC, University of Guelma, Department of Computer science, P.O.B 401, Guelma, Algeria
** Istanbul Technical University, Department of Mathematical Engineering, 34469, Maslak, Istanbul, Türkiye

## Table of Contents

- Preface
  Summary: There were 107 papers submitted for peer-review to this Conference and 19 papers were accepted as short papers.

- Graph Neural Networks for Session-based Recommender Systems: A Brief Review 1-11
  Boudjemaa Boudaa, Abdelhafid Abouaissa, Mouloud Amine Djenane
- An Innovative Low-cost IoT-Based Asthma Exacerbation Prediction System Using Federated Learning 12-20
  Amine Dahane, Rabaie Benameur, Kheireddine Abainia, Dalila Benatta, Souheila Meneceur, Chemseddine Brakna, Amin Bouamar, Ghalem Belalem, Abdelmajid Snouber, Abdelhamid Mellouk
- An Effective Face Recognition System Based on Transfer Learning 21-28
  Abdessalam Hattab, Ali Behloul
- Automatic Sports Video Classification Using CNN-LSTM Approach 29-35
  Benoughidene Abdelhalim, Titouna Faiza
- URL Detection based on YOLO Network in Various Conditions 36-45
  Leila Boussaad, Aldjia Boucetta, Aymene Zeroual, Wail Ala-eddine Zeroual
- A survey on text-line segmentation process in historical Arab manuscripts 46-57
  Soumia Djaghbellou, Attia Abdelouahab, Bouziane Abderraouf
- C-STSS: A Context-based Short Text Semantic Similarity approach applied to biomedical named entity linking 58-67
  Asma Djellal, Maya Souilah Benabdelhafid
- Brain Tumor Classification in Magnetic Resonance Imaging using Convolutional Neural Networks and Transfer Learning 68-75
  Fatma Chahbar, Medjeded Merati, Said Mahmoudi, Mohamed Baghdadi, Ali Zakaria Lebani
- Lightweight Medical Image Encrypting and Decrypting Algorithm Based on the 3D Intertwining Logistic Map 76-85
  Hadjer Bourekouche, Samia Belkacem, Noureddine Messaoudi
- Improving Breast Cancer Detection with Pre-trained Models: A CADe and CADx System 86-93
  Ali Zakaria Lebani, Medjeded Merati, Said Mahmoudi, Fatma Chahbar
- An Intrusion Detection System for Healthcare Applications using Machine Learning 94-101
  Miloud Khaldi, Nadir Mahammed, Mohammed Abdrrahim Lahmar, Fadela Djelloul Daouadji
- Enabling Session-Based Recommender Systems Through Graph Convolutional Networks 102-108
  Boudjemaa Boudaa, Kheira Amel Belhocine, Amel Guelfout
- Bio-inspired algorithms for effective social media profile authenticity verification 109-119
  Nadir Mahammed, Badia Klouche, Imène Saidi, Miloud Khaldi, Mahmoud Fahsi
- Advancements in Recommender Systems through the Integration of Generative Adversarial Networks 120-125
  Naouel Manaa, Hassina Seridi, Mohamed Said Mehdi Mendjel
- Fuzzy Logic Speed Controller for Dual Stator Induction Motor Based On Indirect Vector Control 126-135
  Nizar Benayad, Abdelaziz Aouiche, Abdelghani Djeddi
- Intelligent Control for Enhanced Phase-Locked Loop Performance in Grid-Connected Inverters 136-142
  Noussaiba Mennai, Ammar Medoued, Youcef Soufi, Abdallah Faleh
- Moving Target Defense and Trust management New Challenges for IoT and SIoT systems 143-148
  Souraya Hamida, Ammar Hamida, Okba Kazar
- Arduino Voice Control for Arabic Speech Recognition using Smartphone 149-153
  Adil Bakri, Khaled Lounnas, Mohamed Lichouri
- Toward a Precise, Consensual, and Comprehensive Definition of Online Antisocial Behavior 154-160
  Chahrazad Toumi, Abdelkrim Bouramoul

2023-05-14: submitted by Brahim Farou, metadata incl. bibliographic data published under Creative Commons CC0
2023-05-29: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|